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Marcin Blachnik, PhD

Affiliations: 
2007- Department of Industrial Informatics Silesian University of Technology 
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"Marcin Blachnik"
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Wlodzislaw Duch grad student 2002-2007 Nicolaus Copernicus University
 (at Silesian University)

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Publications

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Kordos M, Boryczko J, Blachnik M, et al. (2020) Optimization of Warehouse Operations with Genetic Algorithms Applied Sciences. 10: 4817
Blachnik M, Kordos M. (2020) Comparison of Instance Selection and Construction Methods with Various Classifiers Applied Sciences. 10: 3933
Blachnik M, Sołtysiak M, Dąbrowska D. (2019) Predicting Presence of Amphibian Species Using Features Obtained from GIS and Satellite Images Isprs International Journal of Geo-Information. 8: 123
Blachnik M. (2019) Ensembles of instance selection methods: A comparative study International Journal of Applied Mathematics and Computer Science. 29: 151-168
Blachnik M. (2017) Instance Selection for Classifier Performance Estimation in Meta Learning Entropy. 19: 583
Arnaiz-González Á, Blachnik M, Kordos M, et al. (2016) Fusion of instance selection methods in regression tasks Information Fusion. 30: 69-79
Kordos M, Rusiecki A, Blachnik M. (2015) Noise reduction in regression tasks with distance, instance, attribute and density weighting Proceedings - 2015 Ieee 2nd International Conference On Cybernetics, Cybconf 2015. 73-78
Blachnik M. (2014) Ensembles of instance selection methods based on feature subset Procedia Computer Science. 35: 388-396
Blachnik M, Kordos M. (2014) Bagging of instance selection algorithms Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8468: 40-51
Kordos M, Białka S, Blachnik M. (2013) Instance selection in logical rule extraction for regression problems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7895: 167-175
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